{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "authorship_tag": "ABX9TyM7E9bWBXNFxOZHfg51gucp",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/kimjaehwankimjaehwan/marketing/blob/main/Power_Shift_Pentagon_Structure.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 549
        },
        "id": "yOSLjLLngd73",
        "outputId": "5e5a4cf0-b091-4bdf-ed62-82debf00522f"
      },
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 600x600 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ],
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "\n",
        "# 각 요소의 점수 예시 (0~10 사이)\n",
        "labels = ['Consumer Behavior', 'Competitive Environment', 'Technological Change', 'Regulatory Environment', 'Distribution Channel']\n",
        "values = [8, 6, 7, 5, 9]\n",
        "\n",
        "# 오각형 차트 그리기 위한 설정\n",
        "angles = np.linspace(0, 2 * np.pi, len(labels), endpoint=False).tolist()\n",
        "values += values[:1]\n",
        "angles += angles[:1]\n",
        "\n",
        "fig, ax = plt.subplots(figsize=(6, 6), subplot_kw=dict(polar=True))\n",
        "\n",
        "# 차트 그리기\n",
        "ax.fill(angles, values, color='skyblue', alpha=0.4)\n",
        "ax.plot(angles, values, color='blue', linewidth=2)  # 외곽선\n",
        "ax.set_yticks([2, 4, 6, 8, 10])  # 눈금\n",
        "ax.set_yticklabels([])  # 눈금 라벨 제거\n",
        "ax.set_xticks(angles[:-1])\n",
        "ax.set_xticklabels(labels)\n",
        "\n",
        "plt.title('Power Shift Pentagon Structure (PSPS) Visualization')\n",
        "plt.show()\n"
      ]
    }
  ]
}